ammar.sheikh
Engineering lab

Focused experiments and prototypes.

Small enough to ship, honest about what they are — the lab is where questions get their own repo instead of sitting in a notebook.

PlannedExperiment

Embedding Playground

Visualize semantic neighborhoods of arbitrary text in a 2D projection with live re-embedding.

TypeScriptWebGPUSentence embeddings
PlannedExperiment

Realtime Vision Filters

Composable image-processing pipeline running in the browser, with shareable pipeline URLs.

WebGLWASMOpenCV
PlannedExperiment

RAG over Personal Notes

A small, honest retrieval system over my own notebook — with citations and an eval harness.

pgvectorHybrid retrievalEvaluation
PlannedExperiment

Tiny Coding Agent

A minimal, transparent coding agent — small toolset, explicit plans, every step reviewable.

TypeScriptLLM tool use
PlannedExperiment

Voice Latency Lab

Side-by-side comparison of streaming STT → LLM → TTS pipelines on perceived turn latency.

WebRTCStreamingRealtime
PlannedExperiment

Open Evaluation Harness

A small, well-documented eval runner for retrieval and answer faithfulness on custom corpora.

PythonEvaluation